ArticleEuropean journal of public health2026
Getting better or worse? How trends in healthy life expectancy within working age are shaped by diverging trends among age groups.
Article in European journal of public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Against the backdrop of population ageing and growing labour shortage, Healthy Life Expectancy (HLE) in working age represent a key resource for individual wellbeing and economic growth. This study investigates how age-specific trends shape the development of HLE within working age and whether these trends differ between health indicators. We used the German Socioeconomic Panel to calculate HLE between age 18 and 64 for three periods between 2002 and 2022 (N = 232 393) based on Self-rated Health (SRH), mental and physical Health-related Quality of Life (p/mHRQoL). We decomposed changes in HLE over time into the contributions by age group and distinguished between morbidity and mortality contributions. For men, HLE increased in terms in SRH but remained largely unchanged in terms of mHRQoL and pHRQoL. For women, HLE decreased in terms of SRH and pHRQoL while it remained stable for mHRQoL. Deteriorating health in younger working-age groups strongly contributed to decreases in HLE while improving health at older working age fostered increases in HLE. Mortality contributions were minor. We found divergent contributions to trends in HLE by age group with the younger working-age population fostering decreases in HLE while older age groups fostered an increase. Furthermore, trends differed by health indicator, which underlines the importance of analysing more than one indicator whenever possible. The findings are worrying and suggest that the labour force may decline not only due to population ageing, but also due to the deteriorating health, posing growing challenges for both health and labour market policies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.